A comprehensive survey on techniques to handle face identity threats: challenges and opportunities
The human face is considered the prime entity in recognizing a person's identity in our
society. Henceforth, the importance of face recognition systems is growing higher for many …
society. Henceforth, the importance of face recognition systems is growing higher for many …
A survey on anti-spoofing methods for facial recognition with rgb cameras of generic consumer devices
The widespread deployment of facial recognition-based biometric systems has made facial
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …
Domain generalization via shuffled style assembly for face anti-spoofing
With diverse presentation attacks emerging continually, generalizable face anti-spoofing
(FAS) has drawn growing attention. Most existing methods implement domain generalization …
(FAS) has drawn growing attention. Most existing methods implement domain generalization …
Instance-aware domain generalization for face anti-spoofing
Face anti-spoofing (FAS) based on domain generalization (DG) has been recently studied to
improve the generalization on unseen scenarios. Previous methods typically rely on domain …
improve the generalization on unseen scenarios. Previous methods typically rely on domain …
Single-side domain generalization for face anti-spoofing
Existing domain generalization methods for face anti-spoofing endeavor to extract common
differentiation features to improve the generalization. However, due to large distribution …
differentiation features to improve the generalization. However, due to large distribution …
Multi-adversarial discriminative deep domain generalization for face presentation attack detection
Face presentation attacks have become an increasingly critical issue in the face recognition
community. Many face anti-spoofing methods have been proposed, but they cannot …
community. Many face anti-spoofing methods have been proposed, but they cannot …
Generative domain adaptation for face anti-spoofing
Face anti-spoofing (FAS) approaches based on unsupervised domain adaption (UDA) have
drawn growing attention due to promising performances for target scenarios. Most existing …
drawn growing attention due to promising performances for target scenarios. Most existing …
Face spoofing detection using colour texture analysis
Z Boulkenafet, J Komulainen… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Research on non-intrusive software-based face spoofing detection schemes has been
mainly focused on the analysis of the luminance information of the face images, hence …
mainly focused on the analysis of the luminance information of the face images, hence …
Face spoof detection with image distortion analysis
Automatic face recognition is now widely used in applications ranging from deduplication of
identity to authentication of mobile payment. This popularity of face recognition has raised …
identity to authentication of mobile payment. This popularity of face recognition has raised …
Face anti-spoofing based on color texture analysis
Z Boulkenafet, J Komulainen… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
Research on face spoofing detection has mainly been focused on analyzing the luminance
of the face images, hence discarding the chrominance information which can be useful for …
of the face images, hence discarding the chrominance information which can be useful for …